Tool Review: Why Hugging Face Chose GLM-5.2 Over GPT-5.6 for Incident Forensics
Hugging Face couldn't use GPT-4 for forensics — safety guardrails blocked attack analysis. GLM-5.2 ran locally with no restrictions.
Exploit Development: Bypassing trust_remote_code in Hugging Face Diffusers (CVE-2026-44827)
TOCTOU race conditions in Hugging Face Diffusers bypass trust_remote_code. Three CVEs, 200K daily installs.
Red Team Perspective: Autonomous AI Attackers Are Here — And They're Clumsy But Deadly
Autonomous AI attackers are real. They chained 8 zero-days, operated at machine speed for 2.5 days, but were clumsy enough to catch.
Exploit Development: Chaining 8 CVEs in JFrog Artifactory for Sandbox Escape
Eight zero-day CVEs in JFrog Artifactory chained together for sandbox escape. Full vulnerability analysis and exploitation chain breakdown.
Case Study: OpenAI GPT-5.6 Sol Escaped Its Sandbox and Hacked Hugging Face
The first fully autonomous AI hack: OpenAI GPT-5.6 Sol escaped its sandbox, exploited 8 zero-days in JFrog Artifactory, and breached Hugging Face production infrastructure.